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Conceptualizing Approaches to Critical Computing Education: Inquiry, Design, and Reimagination

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Past, Present and Future of Computing Education Research

Abstract

As several critical issues in computing such as algorithmic bias, discriminatory practices, and techno-solutionism have become more visible, numerous efforts are being proposed to integrate criticality in K-16 computing education. Yet, how exactly these efforts address criticality and translate it into classroom practice is not clear. In this conceptual chapter, first we historicize how current efforts in critical computing education draw on previous work which has promoted learner empowerment through critical analysis and production. We then identify three emergent approaches: (1) inquiry, (2) design and (3) reimagination that build on and expand these critical traditions in computing education. Finally, we discuss how these approaches highlight issues to be addressed and provide directions for further computing education research.

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References

  1. Andelfinger, U.: On the intertwining of social and technical factors in software development projects. In: Social Thinking-Software Practice, pp. 185–203 (2002)

    Google Scholar 

  2. Bar-El, D., Worsley, M.: Making the maker movement more inclusive: Lessons learned from a course on accessibility in making. International Journal of Child-Computer Interaction 29, 100285 (2021)

    Article  Google Scholar 

  3. Bertelsen, O., Bouvin, N., Krogh, P., Kyng, M.: Critical computing: Between sense and sensibility. In: Proceedings of the fourth decennial Aarhus Conference, pp. 20–24 (2005)

    Google Scholar 

  4. Blikstein, P.: Travels in troy with freire: Technology as an agent of emancipation. In: Social Justice Education for Teachers, pp. 205–235. Brill Sense (2008)

    Google Scholar 

  5. Booker, A.N., Vossoughi, S., Hooper, P.K.: Tensions and possibilities for political work in the learning sciences. In: Proceedings of the International Conference of the Learning Sciences. ISLS (2014)

    Google Scholar 

  6. Burstall, R.M.: Computing: yet another reality construction. In: Software development and reality construction, pp. 45–51. Springer (1992)

    Google Scholar 

  7. Calabrese Barton, A., Tan, E.: Designing for rightful presence in stem: The role of making present practices. Journal of the Learning Sciences 28(4–5), 616–658 (2019)

    Article  Google Scholar 

  8. Caspersen, M.E.: Informatics as a fundamental discipline in general education: The danish perspective. Perspectives on Digital Humanism p. 191 (2022)

    Google Scholar 

  9. Cazden, C., Cope, B., Fairclough, N., Gee, J., Kalantzis, M., Kress, G., Luke, A., Luke, C., Michaels, S., Nakata, M.: A pedagogy of multiliteracies: Designing social futures. Harvard educational review 66(1), 60–92 (1996)

    Article  Google Scholar 

  10. Cope, B., Kalantzis, M.: Introduction: Multiliteracies: The beginnings of an idea. In: Multiliteracies: Literacy learning and the design of social futures, pp. 3–8. Taylor and Francis (1999)

    Google Scholar 

  11. Costanza-Chock, S.: Design justice: Community-led practices to build the worlds we need. The MIT Press (2020)

    Google Scholar 

  12. Dasgupta, S., Hill, B.M.: Designing for critical algorithmic literacies. In: Algorithmic Rights and Protections for Children. (2021). https://doi.org/10.1162/ba67f642.646d0673

  13. Dearden, A., Walker, S., Watts, L.: Choosing friends carefully: allies for critical computing. In: Proceedings of the 4th decennial conference on Critical computing: between sense and sensibility, pp. 133–136 (2005)

    Google Scholar 

  14. Dindler, C., Smith, R., Iversen, O.S.: Computational empowerment: participatory design in education. CoDesign 16(1), 66–80 (2020)

    Article  Google Scholar 

  15. DiSessa, A.A.: Changing minds: Computers, learning, and literacy. Mit Press (2001)

    Google Scholar 

  16. Eglash, R., Bennett, A., Cooke, L., Babbitt, W., Lachney, M.: Counter-hegemonic computing: Toward computer science education for value generation and emancipation. ACM Transactions on Computing Education (TOCE) 21(4), 1–30 (2021)

    Article  Google Scholar 

  17. Everson, J., Kivuva, F.M., Ko, A.J.: “a key to reducing inequities in like, ai, is by reducing inequities everywhere first” emerging critical consciousness in a co-constructed secondary cs classroom. In: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1, pp. 209–215 (2022)

    Google Scholar 

  18. Fisler, K., Friedler, S., Lin, K., Venkatasubramanian, S.: Approaches for weaving responsible computing into data structures and algorithms courses. In: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2, pp. 1049–1050 (2022)

    Google Scholar 

  19. Floyd, C.: Software development as reality construction. In: Software development and reality construction, pp. 86–100. Springer (1992)

    Google Scholar 

  20. Floyd, C.: Developing and embedding autooperational. Social Thinking–software Practice p. 5 (2002)

    Google Scholar 

  21. Floyd, C.: Being critical in, on or around computing? In: Proceedings of the 4th Decennial Conference on Critical Computing: Between Sense and Sensibility, CC ’05, p. 207–211. Association for Computing Machinery, New York, NY, USA (2005). DOI https://doi.org/10.1145/1094562.1094601

  22. Freire, P.: Pedagogy of the oppressed. Bloomsbury (1970)

    Google Scholar 

  23. Freire, P.: Reading the world and reading the word: An interview with paulo freire. Language arts 62(1), 15–21 (1985)

    Google Scholar 

  24. Freire, P., Macedo, D.: Literacy: Reading the word and the world. Routledge (1987)

    Google Scholar 

  25. Gebru, T.: Race and gender. The Oxford handbook of ethics of AI pp. 251–269 (2020)

    Google Scholar 

  26. Giroux, H.A.: Literacy and the pedagogy of voice and political empowerment. Educational theory 38(1), 61–75 (1988)

    Article  Google Scholar 

  27. Halvorson, M.J.: Code Nation: Personal computing and the learn to program movement in America. ACM (2020)

    Google Scholar 

  28. Holbert, N., Dando, M., Correa, I.: Afrofuturism as critical constructionist design: building futures from the past and present. Learning, Media and Technology 45(4), 328–344 (2020)

    Article  Google Scholar 

  29. hooks, b.: Theory as liberatory practice. Yale JL & Feminism 4, 1 (1991)

    Google Scholar 

  30. Hooper, P.K.: Looking BK and moving FD: Toward a sociocultural lens on learning with programmable media. MacArthur Foundation Digital Media and Learning Initiative (2008)

    Google Scholar 

  31. Horton, D., McIlraith, S.A., Wang, N., Majedi, M., McClure, E., Wald, B.: Embedding ethics in computer science courses: Does it work? In: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1, pp. 481–487 (2022)

    Google Scholar 

  32. Hostetler, A., Sengupta, P., Hollett, T.: Unsilencing critical conversations in social-studies teacher education using agent-based modeling. Cognition and Instruction 36(2), 139–170 (2018)

    Article  Google Scholar 

  33. Irgens, G.A., Simon, K., Wise, A., Philip, T., Olivares, M.C., Van Wart, S., Vakil, S., Marshall, J., Parikh, T.S., Lopez, M.L., et al.: Data literacies and social justice: Exploring critical data literacies through sociocultural perspectives. In: Proceedings of the International Conference of the Learning Sciences. ISLS (2020)

    Google Scholar 

  34. Iversen, O.S., Smith, R.C., Dindler, C.: From computational thinking to computational empowerment: a 21st century pd agenda. In: Proceedings of the 15th Participatory Design Conference: Full Papers-Volume 1, pp. 1–11 (2018)

    Google Scholar 

  35. Jackson, A.: The impact of critical history practices on history learning. In: Proceedings of the International Conference of the Learning Sciences. ISLS (2020)

    Google Scholar 

  36. Jayathirtha, G., Chipps, J., Morales-Navarro, L.: Redesigning an electronic textiles computer science activity to promote critical engagement. In: 2021 IEEE Conference on Research in Equitable and Sustained Participation in Engineering, Computing, and Technology (RESPECT), pp. 1–2. IEEE (2021)

    Google Scholar 

  37. Jones, S.T., et al.: We tell these stories to survive: Towards abolition in computer science education. Canadian Journal of Science, Mathematics and Technology Education 21(2), 290–308 (2021)

    Article  Google Scholar 

  38. Kafai, Y.B., Proctor, C.: A revaluation of computational thinking in k–12 education: Moving toward computational literacies. Educational Researcher p. 0013189X211057904 (2021)

    Google Scholar 

  39. Kirdani-Ryan, M., Ko, A.J.: The house of computing: Integrating counternarratives into computer systems education. In: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1, pp. 279–285 (2022)

    Google Scholar 

  40. Klassen, S., Fiesler, C.: “run wild a little with your imagination” ethical speculation in computing education with black mirror. In: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1, pp. 836–842 (2022)

    Google Scholar 

  41. Ko, A.J., Beitlers, A., Wortzman, B., Davidson, M., Oleson, A., Kirdani-Ryan, M., Druga, S.: Critically Conscious Computing: Methods for Secondary Education (2022)

    Google Scholar 

  42. Ko, A.J., Oleson, A., Ryan, N., Register, Y., Xie, B., Tari, M., Davidson, M., Druga, S., Loksa, D.: It is time for more critical cs education. Communications of the ACM 63(11), 31–33 (2020)

    Article  Google Scholar 

  43. of Learning Writing Collective, P.: The learning sciences in a new era of us nationalism. Cognition and Instruction 35(2), 91–102 (2017)

    Google Scholar 

  44. Lee, C.H., Soep, E.: None but ourselves can free our minds: Critical computational literacy as a pedagogy of resistance. Equity & Excellence in Education 49(4), 480–492 (2016)

    Article  Google Scholar 

  45. Lin, K.: Do abstractions have politics? toward a more critical algorithm analysis. In: 2021 IEEE Conference on Research in Equitable and Sustained Participation in Engineering, Computing, and Technology (RESPECT), pp. 1–5. IEEE (2021)

    Google Scholar 

  46. Lin, K.: Cs education for the socially-just worlds we need: The case for justice-centered approaches to cs in higher education. In: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1, pp. 265–271 (2022)

    Google Scholar 

  47. Luke, A.: Defining critical literacy. Moving critical literacies forward: A new look at praxis across contexts pp. 19–31 (2014)

    Google Scholar 

  48. Mozilla, F.: Teaching responsible computing playbook (2021). URL https://foundation.mozilla.org/en/what-we-fund/awards/teaching-responsible-computing-playbook/

  49. Nygaard, K.: Program development as a social activity. In: IFIP Congress, pp. 189–198 (1986)

    Google Scholar 

  50. Nygaard, K.: How many choices do we make? how many are difficult? In: Software development and reality construction, pp. 52–59. Springer (1992)

    Google Scholar 

  51. Pandya, J., Ávila, J.: Moving critical literacies forward. New York: Routledge (2014)

    Google Scholar 

  52. Papert, S.: Information technology and education: Computer criticism vs. technocentric thinking. Educational researcher 16(1), 22–30 (1987)

    Google Scholar 

  53. Philip, T.M., Sengupta, P.: Theories of learning as theories of society: A contrapuntal approach to expanding disciplinary authenticity in computing. Journal of the Learning Sciences 30(2), 330–349 (2021)

    Article  Google Scholar 

  54. Resnick, M., Rusk, N.: Coding at a crossroads. Communications of the ACM 63(11), 120–127 (2020)

    Article  Google Scholar 

  55. Ryoo, J.J., Margolis, J.: Power On! MIT press (2022)

    Google Scholar 

  56. Ryu, M., Daniel, S., Tuvilla, M., Wright, C.: Refugee youth, critical science literacy, and transformative possibilities. In: Proceedings of the International Conference of the Learning Sciences (2020)

    Google Scholar 

  57. Scharber, C., Peterson, L., Chang, Y.H., Barksdale, S., Sivaraj, R.: Critical computing literacy: Possibilities in k-12 computer science education. Pedagogies: An International Journal 16(2), 136–151 (2021)

    Article  Google Scholar 

  58. Sengers, P., Boehner, K., David, S., Kaye, J.: Reflective design. In: Proceedings of the 4th decennial conference on Critical computing: between sense and sensibility, pp. 49–58 (2005)

    Google Scholar 

  59. Shaw, M.S., Ji, G., Zhang, Y., Kafai, Y.B.: Promoting socio-political identification with computer science: How high school youth restory their identities through electronic textile quilts. In: 2021 IEEE Conference on Research in Equitable and Sustained Participation in Engineering, Computing, and Technology (RESPECT), pp. 1–8. IEEE (2021)

    Google Scholar 

  60. Soep, E., Lee, C., Van Wart, S., Parikh, T.: 7 code for what. In: Popular Culture and the Civic Imagination, pp. 89–99. New York University Press (2021)

    Google Scholar 

  61. Stornaiuolo, A.: Authoring data stories in a media makerspace: Adolescents developing critical data literacies. Journal of the learning sciences 29(1), 81–103 (2020)

    Article  Google Scholar 

  62. Tissenbaum, M., Sheldon, J., Abelson, H.: From computational thinking to computational action. Communications of the ACM 62(3), 34–36 (2019)

    Article  Google Scholar 

  63. Tissenbaum, M., Sheldon, J., Seop, L., Lee, C.H., Lao, N.: Critical computational empowerment: Engaging youth as shapers of the digital future. In: 2017 IEEE Global Engineering Education Conference (EDUCON), pp. 1705–1708. IEEE (2017)

    Google Scholar 

  64. Vakil, S.: Ethics, identity, and political vision: Toward a justice-centered approach to equity in computer science education. Harvard Educational Review 88(1), 26–52 (2018)

    Article  Google Scholar 

  65. Vakil, S., Higgs, J.: It’s about power. Communications of the ACM 62(3), 31–33 (2019)

    Article  Google Scholar 

  66. Vakil, S., McKinney de Royston, M.: Youth as philosophers of technology. Mind, Culture, and Activity pp. 1–20 (2022)

    Google Scholar 

  67. Van Wart, S.J., Vakil, S., Parikh, T.S.: Apps for social justice: Motivating computer science learning with design and real-world problem solving. In: Proceedings of the 2014 conference on Innovation & technology in computer science education, pp. 123–128 (2014)

    Google Scholar 

  68. Vasquez, V.M., Janks, H., Comber, B.: Critical literacy as a way of being and doing. Language Arts 96(5), 300–311 (2019)

    Google Scholar 

  69. Vee, A.: Coding literacy: How computer programming is changing writing. Mit Press (2017)

    Google Scholar 

  70. Vogel, S.: “los programadores debieron pensarse como dos veces”: Exploring the intersections of language, power, and technology with bi/multilingual students. ACM Transactions on Computing Education (TOCE) 21(4), 1–25 (2021)

    Google Scholar 

  71. Vossoughi, S., Hooper, P.K., Escudé, M.: Making through the lens of culture and power: Toward transformative visions for educational equity. Harvard Educational Review 86(2), 206–232 (2016)

    Article  Google Scholar 

  72. Walker, R., Sherif, E., Breazeal, C.: Liberatory computing education for african american students. In: 2022 IEEE Conference on Research in Equitable and Sustained Participation in Engineering, Computing, and Technology (RESPECT), pp. 85–89. IEEE (2022)

    Google Scholar 

  73. Weizenbaum, J.: Computer power and human reason: From judgment to calculation. WH Freeman & Co (1976)

    Google Scholar 

  74. Xin, X., Moriwaki, K.: Critical coding cookbook: Intersectional feminist approaches to teaching and learning (2022). URL https://web.archive.org/web/20220713222240/https://criticalcode.recipes/

  75. Yadav, A., Heath, M., Hu, A.D.: Toward justice in computer science through community, criticality, and citizenship. Communications of the ACM 65(5), 42–44 (2022)

    Article  Google Scholar 

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An earlier version of this chapter titled “Conceptualizing three approaches for integrating criticality in K-12 computing education” was presented and published in the proceedings of the International Conference of the Learning Sciences (ICLS) 2022.

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Correspondence to Luis Morales-Navarro .

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Morales-Navarro, L., Kafai, Y.B. (2023). Conceptualizing Approaches to Critical Computing Education: Inquiry, Design, and Reimagination. In: Apiola, M., López-Pernas, S., Saqr, M. (eds) Past, Present and Future of Computing Education Research . Springer, Cham. https://doi.org/10.1007/978-3-031-25336-2_21

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